ube4b · Fully connected
reference_ube4b_fc_plm_modulof1_20261104-181434
Metrics
| Set | mse | pearsonr | spearmanr | r2 | above_wt_n | above_wt_spearmanr | budget_to_max | hit_rate_at_10 | mean_at_10 | max_at_10 | precision_at_10 | tie_share_at_10 | captured_at_10 | hit_rate_at_50 | mean_at_50 | max_at_50 | precision_at_50 | tie_share_at_50 | captured_at_50 | hit_rate_at_100 | mean_at_100 | max_at_100 | precision_at_100 | tie_share_at_100 | captured_at_100 | hit_rate_at_1pct | mean_at_1pct | max_at_1pct | precision_at_1pct | tie_share_at_1pct | captured_at_1pct |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| train | 2.6703 | 0.4736 | 0.5030 | 0.1837 | 4756.0000 | 0.0478 | 16499.0000 | 0.4000 | -0.6887 | 1.1525 | 0.0000 | 0.0000 | 0.1008 | 0.5400 | -0.0100 | 3.8151 | 0.0000 | 0.0000 | 0.2302 | 0.5200 | -0.0283 | 3.8151 | 0.0100 | 0.0000 | 0.2486 | 0.5000 | -0.2062 | 3.8792 | 0.0299 | 0.0000 | 0.2466 |
| validation | 4.3475 | 0.3188 | 0.3343 | 0.0960 | 819.0000 | -0.0819 | 2861.0000 | 0.3000 | -0.4822 | 1.1936 | 0.0000 | 0.0000 | 0.0906 | 0.3000 | -0.6104 | 2.2502 | 0.0000 | 0.0000 | 0.0848 | 0.3500 | -0.6622 | 3.1584 | 0.0000 | 0.0000 | 0.0846 | 0.3750 | -0.4126 | 2.2502 | 0.0000 | 0.0000 | 0.1115 |
| test | 2.7215 | 0.3479 | 0.3708 | 0.1064 | 571.0000 | 0.0330 | 1359.0000 | 0.4000 | -0.2151 | 0.4410 | 0.0000 | 0.0000 | 0.2402 | 0.3600 | -0.4067 | 1.5762 | 0.0000 | 0.0000 | 0.2652 | 0.3900 | -0.2574 | 1.8717 | 0.0600 | 0.0000 | 0.3466 | 0.4194 | -0.1502 | 1.5762 | 0.0000 | 0.0000 | 0.2971 |
Loss per epoch
training
validation
Config
name: reference_ube4b_fc_plm_modulof1 task: dms data: dataset: ube4b encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: modulo split_fold: 1 model: name: fcn hidden: - 100 - 100 - 100 dropout: 0.2 train: epochs: 300 batch_size: 64 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7